{"id":83447,"date":"2026-07-25T22:41:40","date_gmt":"2026-07-25T14:41:40","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/83447.html"},"modified":"2026-07-25T22:41:40","modified_gmt":"2026-07-25T14:41:40","slug":"%e5%8d%8e%e4%b8%ba%e6%98%87%e8%85%be%e6%9c%8d%e5%8a%a1%e5%99%a8ubuntu-anaconda%e5%ae%89%e8%a3%85pytorch-npu-%e7%89%88%e6%9c%ac-%e6%ad%a5%e9%aa%a4","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/83447.html","title":{"rendered":"\u534e\u4e3a\u6607\u817e\u670d\u52a1\u5668ubuntu Anaconda\u5b89\u88c5PyTorch npu \u7248\u672c \u6b65\u9aa4"},"content":{"rendered":"

\u66f4\u591a\u5b89\u88c5\u5185\u5bb9\u67e5\u770b\u5b98\u65b9\u6559\u7a0b：https:\/\/support.huawei.com\/enterprise\/zh\/doc\/EDOC1100349380\/523e3943#ZH-CN_TOPIC_0000001750824325<\/p>\n

\u5b98\u65b9torch_npu\u4e0b\u8f7d\u5730\u5740\u548c\u76f8\u5173\u6587\u6863：https:\/\/www.hiascend.com\/document\/detail\/zh\/Pytorch\/60RC1\/configandinstg\/instg\/insg_0007.html<\/p>\n

\u8bf4\u660e<\/h2>\n

anaconda\u7248\u672c\u53f7：conda 25.11.0 python \u7248\u672c\u53f7：3.10 \u670d\u52a1\u5668：\u534e\u4e3a\u6607\u817e \u64cd\u4f5c\u7cfb\u7edf：ubuntu<\/p>\n

\u521b\u5efa\u865a\u62df\u73af\u5883<\/h2>\n

\u521b\u5efa\u540d\u79f0\u4e3apyTorch\u7684\u865a\u62df\u73af\u5883<\/p>\n

conda create -n pyTorch_py310 python<\/span>==<\/span>3.10<\/span> -y<\/p>\n

\u8fdb\u5165\u73af\u5883<\/p>\n

conda activate pyTorch_py310 <\/p>\n

\u5b89\u88c5pyTorch \u73af\u5883\u4f9d\u8d56<\/h2>\n

pip install<\/span> attrs cython numpy<\/span>==<\/span>1.24<\/span>.0 decorator sympy cffi pyyaml pathlib2 psutil protobuf<\/span>==<\/span>3.20<\/span> scipy requests absl-py –user -i https:\/\/repo.huaweicloud.com\/repository\/pypi\/simple\/<\/p>\n

\u5b89\u88c5pyTorch 2.2.0<\/h2>\n

pip install<\/span> torch<\/span>==<\/span>2.2<\/span>.0 torchvision<\/span>==<\/span>0.17<\/span>.0 torchaudio<\/span>==<\/span>2.2<\/span>.0 -i https:\/\/pypi.tuna.tsinghua.edu.cn\/simple<\/p>\n

\u9a8c\u8bc1\u5b89\u88c5\u7ed3\u679c<\/h3>\n

\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4<\/p>\n

python -c "import torch;print(f'PyTorch\u7248\u672c：{torch.__version__}')"<\/span><\/p>\n

\u8f93\u51fa\u7248\u672c\u53f7\u5219\u8bf4\u660e\u6210\u529f，\u5982\u4e0b：<\/p>\n

(<\/span>yolo11_py310)<\/span> yolo@ubuntu2503:~$ python -c "import torch;print(f'PyTorch\u7248\u672c：{torch.__version__}')"<\/span>
\nPyTorch\u7248\u672c：2.2.0<\/p>\n

\u5b89\u88c5CANN<\/h2>\n

\u6ce8\u610f：<\/p>\n

  • \u4e0b\u9762\u5b89\u88c5\u7684toolkit\u3001kernels\u3001nnal\u5fc5\u987b\u5c06\u5b89\u88c5\u8def\u5f84\u6307\u5b9a\u5728\u540c\u4e00\u4e2a\u8def\u5f84\u4e0b<\/li>\n
  • \u5b89\u88c5\u8def\u5f84\u5fc5\u987b\u65f6\u4e0d\u5b58\u5728\u7684\u8def\u5f84，\u5b89\u88c5\u65f6\u5019\u4f1a\u81ea\u5df1\u521b\u5efa<\/li>\n
  • \u8def\u5f84\u53ea\u80fd\u4f7f\u7528\u7edd\u5bf9\u8def\u5f84<\/li>\n

    \u4f8b\u5982\u6211\u5b89\u88c5\u7684\u8def\u5f84\u5728：\/home\/yolo\/anaconda\/CANN\/install\/ \u76ee\u5f55\u4e0b<\/p>\n

    \u5b89\u88c5toolkit<\/h3>\n

    # \u4e0b\u8f7d\u5b89\u88c5\u5305<\/span>
    \nwget<\/span> https:\/\/ascend-repo.obs.cn-east-2.myhuaweicloud.com\/CANN\/CANN 8.2<\/span>.RC1\/Ascend-cann-toolkit_8.2.RC1_linux-aarch64.run<\/p>\n

    # \u4f7f\u7528\u5b89\u88c5\u5305\u5b89\u88c5<\/span>
    \n.\/Ascend-cann-toolkit_8.2.RC1_linux-aarch64.run –install –install-path=<\/span>\u5b89\u88c5\u8def\u5f84<\/p>\n

    \u5b89\u88c5kernels<\/h3>\n

    # \u4e0b\u8f7d\u5b89\u88c5\u5305<\/span>
    \nwget<\/span> https:\/\/ascend-repo.obs.cn-east-2.myhuaweicloud.com\/Milan-ASL\/Milan-ASL%20V100R001C25B800TP028\/Ascend-cann-kernels-310p_8.5.0.alpha002_linux-aarch64.run?response-content-type=<\/span>application\/octet-stream<\/p>\n

    # \u4f7f\u7528\u5b89\u88c5\u5305\u5b89\u88c5<\/span>
    \n.\/Ascend-cann-kernels-310p_8.5.0.alpha002_linux-aarch64.run –install –install-path=<\/span>\u5b89\u88c5\u8def\u5f84<\/p>\n

    \u5b89\u88c5nnal<\/h3>\n

    # \u4e0b\u8f7d\u5b89\u88c5\u5305<\/span>
    \nwget<\/span> https:\/\/ascend-repo.obs.cn-east-2.myhuaweicloud.com\/Milan-ASL\/Milan-ASL%20V100R001C25B800TP028\/Ascend-cann-nnal_8.5.0.alpha002_linux-aarch64.run?response-content-type=<\/span>application\/octet-stream<\/p>\n

    # \u4f7f\u7528\u5b89\u88c5\u5305\u5b89\u88c5<\/span>
    \n.\/Ascend-cann-nnal_8.5.0.alpha002_linux-aarch64.run –install –install-path=<\/span>\u5b89\u88c5\u8def\u5f84<\/p>\n

    \u52a0\u8f7d\u73af\u5883\u53d8\u91cf<\/h3>\n

    # find \u5b89\u88c5\u8def\u5f84 -name "set_env.sh"<\/span>
    \nfind<\/span> \/home\/yolo\/anaconda -name "set_env.sh"<\/span><\/p>\n

    \u7ed3\u679c\u5982\u4e0b：<\/p>\n

    (<\/span>yolo11_py310)<\/span> yolo@ubuntu2503:~\/anaconda$ find<\/span> \/home\/yolo\/anaconda -name "set_env.sh"<\/span>
    \n\/home\/yolo\/anaconda\/CANN\/install\/ascend-toolkit\/set_env.sh
    \n\/home\/yolo\/anaconda\/CANN\/install\/ascend-toolkit\/8.2.RC1\/bisheng_toolkit\/set_env.sh
    \n\/home\/yolo\/anaconda\/CANN\/install\/ascend-toolkit\/8.2.RC1\/aarch64-linux\/script\/set_env.sh
    \n\/home\/yolo\/anaconda\/CANN\/install\/nnal\/asdsip\/set_env.sh
    \n\/home\/yolo\/anaconda\/CANN\/install\/nnal\/atb\/8.5.0.alpha002\/atb\/set_env.sh
    \n\/home\/yolo\/anaconda\/CANN\/install\/nnal\/atb\/set_env.sh<\/p>\n

    \u4e34\u65f6\u52a0\u8f7d<\/h4>\n

    \u6ce8\u610f：ascend-toolkit\u7684\u73af\u5883\u53d8\u91cf \u548c nnal\u7684\u73af\u5883\u53d8\u91cf\u53ea\u80fd\u4e8c\u9009\u4e00\u3002\u6211\u8fd9\u91cc\u4f7f\u7528\u7684\u662fascend-toolkit\u7684\u73af\u5883\u53d8\u91cf\u3002\u672a\u6d4b\u8bd5\u8fc7\u52a0\u8f7dnnal\u7684\u73af\u5883\u53d8\u91cf\u3002<\/p>\n

    \u52a0\u8f7dascend-toolkit\u7684\u73af\u5883\u53d8\u91cf<\/h5>\n

    \u4e34\u65f6\u52a0\u8f7d\u53ea\u4f1a\u5728\u5f53\u524d\u7ec8\u7aef\u7a97\u53e3\u4e2d\u751f\u6548\u3002\u52a0\u8f7dascend-toolkit\u7684\u73af\u5883\u53d8\u91cf<\/p>\n

    source<\/span> \/home\/yolo\/anaconda\/CANN\/install\/ascend-toolkit\/set_env.sh<\/p>\n

    \u52a0\u8f7dnnal\u7684\u73af\u5883\u53d8\u91cf<\/h5>\n

    \u82e5\u4f7f\u7528nnal\u52a0\u901f\u5305\u73af\u5883\u5219\u52a0\u8f7d \/nnal\/atb\/set_env.sh \u7684\u73af\u5883\u53d8\u91cf<\/p>\n

    source<\/span> \/home\/yolo\/anaconda\/CANN\/install\/nnal\/atb\/set_env.sh<\/p>\n

    \u9a8c\u8bc1<\/h4>\n

    \u52a0\u8f7dascend-toolkit\u7684\u73af\u5883\u53d8\u91cf \u540e，\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u9a8c\u8bc1\u662f\u5426\u52a0\u8f7d\u6210\u529f<\/p>\n

    echo<\/span> $ASCEND_TOOLKIT_HOME<\/span><\/p>\n

    \u8f93\u51fa\u7ed3\u679c\u5982\u4e0b，\u8bf4\u660e\u52a0\u8f7d\u6210\u529f：<\/p>\n

    (<\/span>yolo11_py310)<\/span> yolo@ubuntu2503:~\/anaconda$ echo<\/span> $ASCEND_TOOLKIT_HOME<\/span>
    \n\/home\/yolo\/anaconda\/CANN\/install\/ascend-toolkit\/latest<\/p>\n

    \u6c38\u4e45\u52a0\u8f7d\u914d\u7f6e<\/h3>\n

    \u5728\u5f53\u524d\u7528\u6237\u7684\u73af\u5883\u53d8\u91cf\u6587\u4ef6\u672b\u5c3e\u6dfb\u52a0\u4ee5\u4e0b\u5185\u5bb9<\/p>\n

    # \u5728\u6587\u4ef6\u672b\u5c3e\u6dfb\u52a0\u4ee5\u4e0b\u5185\u5bb9（\u66ff\u6362\u4e3a\u4f60\u7684set_env.sh\u8def\u5f84）：<\/span>
    \n# \u52a0\u8f7d\u6607\u817eCANN\u73af\u5883<\/span>
    \nsource<\/span> \/home\/yolo\/anaconda\/CANN\/install\/nnal\/atb\/set_env.sh
    \n# \u5f3a\u5236\u6307\u5b9aHCCL\u5e93\u8def\u5f84<\/span>
    \nexport<\/span> LD_LIBRARY_PATH<\/span>=<\/span>$ASCEND_TOOLKIT_HOME<\/span>\/lib64:$ASCEND_TOOLKIT_HOME<\/span>\/..<\/span>\/driver\/lib64:$LD_LIBRARY_PATH<\/span>
    \n# \u89e3\u51b3PTA\u8d44\u6e90\u7f3a\u5931<\/span>
    \nexport<\/span> ASCEND_PTA_CONFIG_PATH<\/span>=<\/span>$ASCEND_TOOLKIT_HOME<\/span>\/pta\/config<\/p>\n

    \u5b89\u88c5 torch_npu<\/h2>\n

    torch_npu \u7684\u7248\u672c\u8981\u4e0e\u5b89\u88c5\u7684pytorch\u5bf9\u5e94\u3002<\/p>\n

    # \u4e0b\u8f7d torch_npu \u5b89\u88c5\u5305<\/span>
    \nwget<\/span> https:\/\/gitee.com\/ascend\/pytorch\/releases\/download\/v6.0.rc1-pytorch2.2.0\/torch_npu-2.2.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl<\/p>\n

    # \u4f7f\u7528\u5b89\u88c5\u5305\u5b89\u88c5<\/span>
    \npip install<\/span> torch_npu-2.2.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl<\/p>\n

    \u9a8c\u8bc1\u5b89\u88c5\u7ed3\u679c<\/h3>\n

    \u4f7f\u7528\u547d\u4ee4\u9a8c\u8bc1\u5b89\u88c5\u7ed3\u679c<\/p>\n

    python -c "import torch;import torch_npu;print(f'torch_npu\u7248\u672c：{torch_npu.__version__}');print(f'NPU\u662f\u5426\u53ef\u7528：{torch.npu.is_available()}');print(f'NPU\u8bbe\u5907\u6570：{torch.npu.device_count()}');x = torch.tensor([1,2,3]).npu();print('NPU\u5f20\u91cf：', x);"<\/span><\/p>\n

    \u7ed3\u679c\u8f93\u51fa\u5982\u4e0b，\u8bf4\u660e\u6210\u529f<\/p>\n

    (<\/span>yolo11_py310)<\/span> yolo@ubuntu2503:~$ python -c "import torch;import torch_npu;print(f'torch_npu\u7248\u672c：{torch_npu.__version__}');print(f'NPU\u662f\u5426\u53ef\u7528：{torch.npu.is_available()}');print(f'NPU\u8bbe\u5907\u6570：{torch.npu.device_count()}');x = torch.tensor([1,2,3]).npu();print('NPU\u5f20\u91cf：', x);"<\/span>
    \n# \u7528\u6237\u8b66\u544a\u3002pkg_resources \u4f5c\u4e3a API \u5df2\u88ab\u5e9f\u5f03\u3002\u8ba1\u5212\u6700\u65e9\u4e8e 2025 \u5e74 11 \u6708 30 \u65e5\u88ab\u79fb\u9664\u3002\u56fa\u5b9a Setuptools \u7248\u672c\u81f3 81 \u4ee5\u4e0b\u3002<\/span>
    \n#\u975e\u81f4\u547d\u9519\u8bef，\u4e0d\u5f71\u54cd\u7a0b\u5e8f\u8fd0\u884c，\u4f46\u9700\u5173\u6ce8\u517c\u5bb9\u6027\u3002pkg_resources \u662f setuptools \u5e93\u4e0b\u7684\u65e7\u7248 API，\u5b98\u65b9\u5df2\u6807\u8bb0\u4e3a\u5f03\u7528\u3002\u8be5 API \u5728 2025 \u5e74 11 \u6708\u540e\u4f1a\u4ece setuptools \u4e2d\u5f7b\u5e95\u5220\u9664，\u5c4a\u65f6\u4f7f\u7528\u8be5 API \u7684\u4ee3\u7801\u4f1a\u62a5\u9519\u3002setuptools 81.x \u53ca\u4ee5\u4e0a\u7248\u672c\u4f1a\u9010\u6b65\u79fb\u9664 pkg_resources，\u9700\u9501\u5b9a\u4f4e\u7248\u672c\u89c4\u907f\u95ee\u9898\u3002<\/span>
    \n#\u8be5\u8b66\u544a\u7531torch_npu\u5185\u90e8\u8c03\u7528\u4e86\u5f03\u7528\u7684pkg_resources API \u5bfc\u81f4，\u4e0d\u5f71\u54cd NPU \u529f\u80fd\u6b63\u5e38\u4f7f\u7528；\u82e5\u6682\u65f6\u4e0d\u60f3\u4fee\u6539\u7248\u672c，\u53ef\u5ffd\u7565\u6b64\u8b66\u544a，\u5f85torch_npu\u5b98\u65b9\u66f4\u65b0\u4fee\u590d\u5373\u53ef\u3002<\/span>
    \n\/home\/yolo\/anaconda\/install\/envs\/yolo11_py310\/lib\/python3.10\/site-packages\/torch_npu\/dynamo\/torchair\/__init__.py:3: UserWarning: pkg_resources is deprecated as an API. See https:\/\/setuptools.pypa.io\/en\/latest\/pkg_resources.html. The pkg_resources package is slated for<\/span> removal as early as 2025<\/span>-11-30. Refrain from using this package or pin to Setuptools<<\/span>81<\/span>.
    \n import<\/span> pkg_resources<\/p>\n

    # \u5b9e\u9645\u7ed3\u679c <\/span>
    \ntorch_npu\u7248\u672c：2.2.0
    \nNPU\u662f\u5426\u53ef\u7528：True
    \nNPU\u8bbe\u5907\u6570：2
    \nNPU\u5f20\u91cf： tensor(<\/span>[<\/span>1<\/span>, 2<\/span>, 3<\/span>]<\/span>, device<\/span>=<\/span>'npu:0'<\/span>)<\/span><\/p>\n

    \u964d\u7ea7setuptools\u7248\u672c<\/h4>\n

    \u5148\u4f7f\u7528\u547d\u4ee4\u5378\u8f7d\u539f\u6765\u7684setuptools<\/p>\n

    pip uninstall setuptools -y<\/p>\n

    \u5b89\u88c5\u65b0\u7248\u672c<\/p>\n

    pip install<\/span> setuptools<\/span>==<\/span>80.0<\/span>.0<\/p>\n

    \u91cd\u65b0\u6267\u884c\u547d\u4ee4，\u9a8c\u8bc1\u5b89\u88c5\u7ed3\u679c，\u6b64\u65f6\u4e0d\u4f1a\u63d0\u793a\u8b66\u544a\u3002<\/p>\n

    python -c "import torch;import torch_npu;print(f'torch_npu\u7248\u672c：{torch_npu.__version__}');print(f'NPU\u662f\u5426\u53ef\u7528：{torch.npu.is_available()}');print(f'NPU\u8bbe\u5907\u6570：{torch.npu.device_count()}');x = torch.tensor([1,2,3]).npu();print('NPU\u5f20\u91cf：', x);"<\/span><\/p>\n

    \u8f93\u51fa\u7ed3\u679c\u4e3a<\/p>\n

    (<\/span>yolo11_py310)<\/span> yolo@ubuntu2503:~$ python -c "import torch;import torch_npu;print(f'torch_npu\u7248\u672c：{torch_npu.__version__}');print(f'NPU\u662f\u5426\u53ef\u7528：{torch.npu.is_available()}');print(f'NPU\u8bbe\u5907\u6570：{torch.npu.device_count()}');x = torch.tensor([1,2,3]).npu();print('NPU\u5f20\u91cf：', x);"<\/span>
    \ntorch_npu\u7248\u672c：2.2.0
    \nNPU\u662f\u5426\u53ef\u7528：True
    \nNPU\u8bbe\u5907\u6570：2
    \nNPU\u5f20\u91cf： tensor(<\/span>[<\/span>1<\/span>, 2<\/span>, 3<\/span>]<\/span>, device<\/span>=<\/span>'npu:0'<\/span>)<\/span><\/p>\n

    \u66f4\u65b0\u5176\u4ed6\u5305\u4e3a\u5bf9\u5e94\u7248\u672c<\/h3>\n

    pip install<\/span> opencv-python==<\/span>4.8<\/span>.0.74 –force-reinstall -i https:\/\/repo.huaweicloud.com\/repository\/pypi\/simple\/
    \npip install<\/span> numpy<\/span>==<\/span>1.26<\/span>.4 –force-reinstall -i https:\/\/repo.huaweicloud.com\/repository\/pypi\/simple\/<\/p>\n","protected":false},"excerpt":{"rendered":"

    \u66f4\u591a\u5b89\u88c5\u5185\u5bb9\u67e5\u770b\u5b98\u65b9\u6559\u7a0b：https:\/\/support.huawei.com\/enterprise\/zh\/doc\/EDOC1100349380\/523e3943#ZH-CN_TOPIC_0000001750824325
    \n\u5b98\u65b9torch_npu\u4e0b\u8f7d\u5730\u5740\u548c\u76f8\u5173\u6587\u6863：https:\/\/www.hiascend.com\/document\/detail\/zh\/Pytorch\/60RC1\/configandinstg\/instg\/insg_0007.html<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[152,103,43],"topic":[],"class_list":["post-83447","post","type-post","status-publish","format-standard","hentry","category-server","tag-pytorch","tag-ubuntu","tag-43"],"yoast_head":"\n\u534e\u4e3a\u6607\u817e\u670d\u52a1\u5668ubuntu Anaconda\u5b89\u88c5PyTorch npu \u7248\u672c \u6b65\u9aa4 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/83447.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u534e\u4e3a\u6607\u817e\u670d\u52a1\u5668ubuntu Anaconda\u5b89\u88c5PyTorch npu \u7248\u672c \u6b65\u9aa4 - 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